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For every iteration we name training T the dataset composed of (k-1) partitions, and test (the the dataset composed by the remaining partition.

The dataset composed of the 45 observations, representing the measures on the grey scale (Value variable) of the nine different cleaning methods (one per aligner) used by the five patients, was then subjected to statistical analysis.

A total of 12 192 hens were present in the dataset composed of 5920 hens of line W1 and 6272 hens of line WB.

In order to prove that it is possible to unsupervisedly classify the three domains of life, the authors should apply different clustering algorithms both to the dataset composed of the 33 original features (first evaluation) and to the dataset composed of only the five selected features (second evaluation).

To exclude possibly redundant and very similar sequences, an all-against-all BLAST analysis was performed in the dataset composed of all T. cruzi translated CDS, using the BLOSUM62 matrix and an e-value ≤ 10 e-5 as cutoff.

Neither did the dataset composed of means computed using models have best AIC fits (Mix 1) nor the second dataset containing the means computed using models with highest ρ-GP-CV (Mix 2) produce better predictive abilities in the GP stage.

Similar(54)

The datasets composed of de-identified subjects and the study protocol were initially defined to support Local Administrative Authority in order to improve the development of territorial services for elderly care.

Using the Cauchy Function Kernel and the training dataset composed of the 13 significant explanatory variables from ANOVA, the best performing RVM was obtained with 45 support vectors.

For the purposes of this study, we utilize the cumulative dataset composed of the first five survey rounds (2002, 2004, 2006, 2008 and 2010).

All the expression datasets derived from microarray platforms show a similar level of RD (see the Methods for details) while, as expected, the SAGE dataset (composed by some 46,000 tags) has a significantly higher RD value.

First, we studied the GSE5281 dataset composed of transcriptome of LCM-captured cortical neurons in the superior frontal gyrus.

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